{"id":"W1989492200","doi":"10.3992/jgb.5.2.91","title":"Thermal Performance of Green Roof Panels in Sub-Zero Temperatures","year":2010,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Roof; Green roof; Composite material; Environmental science; Materials science; Waterproofing; Thermal insulation; Geotechnical engineering; Layer (electronics); Structural engineering; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001886837,0.0003497669,0.0003196881,0.0002544097,0.0002412084,0.0003178507,0.0002062043,0.000264777,0.00247612],"category_scores_gemma":[0.0003235305,0.0001426836,0.0002342747,0.0001783073,0.0002817277,0.0002483307,0.0002567522,0.0003024326,0.0004597393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002205426,"about_ca_system_score_gemma":0.0001347352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001015533,"about_ca_topic_score_gemma":0.001335226,"domain_scores_codex":[0.9997676,0.00003246986,0.000007720974,0.00004471304,0.00008138321,0.00006609735],"domain_scores_gemma":[0.9996927,0.00007946805,0.00003895003,0.00002922312,0.00008807619,0.00007156291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009709036,0.00008897222,0.003180382,0.00006740917,0.0000245388,0.0001376214,0.0001692614,0.002802293,0.9888515,0.00005643404,0.0001239671,0.003526821],"study_design_scores_gemma":[0.00003881889,0.001535922,0.03043659,0.00001756422,0.00003501243,0.00005945453,0.0002725473,0.006471939,0.9603208,0.00006356891,0.0007280282,0.00001977542],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991629,0.00004890081,0.0003326533,0.000003474225,0.00000526265,0.000003407359,0.0000664654,0.0000169542,0.0003599052],"genre_scores_gemma":[0.9991097,0.00003429755,0.000212859,0.00000726861,0.000001552173,0.000004678837,0.00009295031,0.00001134703,0.0005252029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00247612,"threshold_uncertainty_score":0.008283496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00815452107221433,"score_gpt":0.2173009464172565,"score_spread":0.2091464253450422,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}